PR

[cj-vana]

PR Type

Documentation, Enhancement, Bug fix

---

Description

• Added comprehensive Claude AI development framework with 60+ specialized agents for full-stack development, DevOps, security, and domain expertise
• Implemented shell escaping security fix in lint-staged configuration to prevent command injection vulnerabilities
• Established CTO role with intelligent delegation policies for complex vs simple task management
• Created multi-agent orchestration system with coordination patterns for sequential, parallel, and fan-out workflows
• Added performance monitoring and compliance auditing agents with structured analysis frameworks
• Enhanced development workflow with conventional commit validation and updated funding configuration
• Expanded documentation coverage including contributing guidelines and README updates promoting AI-assisted development
• Improved configuration management with comprehensive Prettier ignore patterns and agent-specific configurations

---

Diagram Walkthrough

flowchart LR
  A["Security Fix"] --> B["Shell Escaping"]
  C["Claude Framework"] --> D["60+ Agents"]
  C --> E["CTO Role"]
  C --> F["Multi-Agent Orchestrator"]
  D --> G["Development Experts"]
  D --> H["DevOps Specialists"]
  D --> I["Security Auditors"]
  E --> J["Smart Delegation"]
  F --> K["Workflow Coordination"]
  L["Documentation"] --> M["Contributing Guide"]
  L --> N["README Updates"]
  O["Configuration"] --> P["Commit Validation"]
  O --> Q["Prettier Ignore"]

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File Walkthrough

	Relevant files
Bug fix	1 files .lintstagedrc.js Add shell escaping for file paths in lint-staged commands .lintstagedrc.js • Added shellEscape helper function to safely quote file paths for shell commands • Applied shell escaping to all file paths passed to command line tools (ESLint, Prettier, Ruff, SQLFluff) • Improved error messages for missing tools with installation instructions and warning emojis • Removed redundant root-level JavaScript file handling logic +20/-18
Documentation	12 files claude.md Add comprehensive Claude AI development guide and agent documentation .claude/claude.md • Added comprehensive 879-line development guide for Claude AI agents • Defined CTO role with smart delegation policy for complex vs simple tasks • Documented 60+ available specialist agents and coordination patterns • Included detailed project overview, technology stack, and architectural decisions +879/-0  performance-monitor.md Add performance monitoring agent with comprehensive analysis framework .claude/agents/performance-monitor.md • Created specialized performance monitoring agent with comprehensive metrics collection • Defined 5-phase approach: metrics collection, analysis, optimization, implementation, and monitoring • Included frontend, backend, database, and audio processing performance standards • Added structured performance analysis report template and KPI definitions +292/-0  multi-agent-orchestrator.md Add multi-agent orchestrator for complex task coordination .claude/agents/multi-agent-orchestrator.md • Created multi-agent orchestrator for complex workflow coordination • Defined 3-phase operational framework: analysis/planning, execution coordination, validation/delivery • Included common coordination patterns (sequential, parallel, fan-out/fan-in) • Added decision-making framework and escalation guidelines for complex tasks +182/-0  wordpress-architect.md Add WordPress architect agent for full-stack WordPress development .claude/agents/wordpress-architect.md • Created WordPress architect agent with full-stack development expertise • Covered custom theme/plugin development, performance optimization, and enterprise architecture • Included security hardening, multisite management, and scalability guidance • Added decision-making framework for custom development vs plugins +139/-0  nextjs-expert.md Add Next.js expert agent for modern App Router development .claude/agents/nextjs-expert.md • Created Next.js 14+ expert agent specializing in App Router architecture • Defined server components, server actions, and data fetching best practices • Included performance optimization, SEO, and production deployment guidance • Added quality assurance checklist and decision-making framework +235/-0  python-expert.md Add Python expert agent for modern Python development        .claude/agents/python-expert.md • Created Python expert agent for modern Python 3.11+ development • Covered type safety, async programming, data science, and web frameworks • Included code quality standards with mypy, Ruff, and pytest integration • Added project-specific context for SoundDocs capture agent development +269/-0  qa-expert.md Add QA expert agent for comprehensive quality assurance    .claude/agents/qa-expert.md • Created QA expert agent for comprehensive quality assurance • Defined test strategy development, quality metrics analysis, and risk-based testing • Included structured test documentation formats and framework recommendations • Added quality assurance mindset and self-verification checklist +224/-0  compliance-auditor.md Add compliance auditor agent for regulatory compliance assessment .claude/agents/compliance-auditor.md • Created compliance auditor agent for regulatory framework assessment • Covered GDPR, HIPAA, PCI DSS, SOC 2, and ISO 27001 compliance expertise • Included automated compliance validation and continuous monitoring approaches • Added risk-based prioritization and structured compliance assessment format +221/-0  test-automation-engineer.md Add test automation engineer agent for testing infrastructure .claude/agents/test-automation-engineer.md • Created test automation engineer agent for comprehensive testing infrastructure • Covered unit, integration, E2E, and visual regression testing frameworks • Included CI/CD integration, performance optimization, and quality standards • Added framework-specific guidance for React/Vitest and special considerations +212/-0  nlp-engineer.md Add NLP engineer agent for natural language processing      .claude/agents/nlp-engineer.md • Created NLP engineer agent for natural language processing expertise • Covered transformer models, multilingual NLP, and production system design • Included real-time performance optimization and text processing pipelines • Added technical approach, best practices, and continuous improvement guidance +148/-0  CONTRIBUTING.md Update contributing guidelines with Claude Code recommendations CONTRIBUTING.md • Added AI-assisted development section recommending Claude Code • Included details about project optimization for Claude Code • Listed 60+ specialized sub-agents and intelligent delegation features • Emphasized better code quality and faster development benefits +31/-0    README.md Add Claude Code recommendation to README                                  README.md • Added AI-assisted development section promoting Claude Code • Included project optimization details and specialized agents • Emphasized code quality benefits and workflow advantages • Maintained existing structure while adding new recommendation +12/-0
Configuration changes	17 files embedded-systems-engineer.md Add embedded systems engineer agent configuration                .claude/agents/embedded-systems-engineer.md • Added new agent configuration for embedded systems engineering expertise • Defined comprehensive competencies in microcontroller programming, RTOS, and hardware integration • Included development approach, code quality standards, and debugging methodologies • Provided examples of interrupt handling, hardware abstraction, and memory-constrained design patterns +210/-0  flutter-specialist.md Add Flutter specialist agent configuration                              .claude/agents/flutter-specialist.md • Created new agent for Flutter mobile/cross-platform development expertise • Defined core competencies in Flutter 3+, state management, and native integration • Included code quality standards with widget structure and performance optimization examples • Outlined workflow for requirements analysis, architecture design, and testing +234/-0  csharp-dotnet-expert.md Add C# .NET expert agent configuration                                      .claude/agents/csharp-dotnet-expert.md • Added new agent for C# and .NET development expertise • Defined competencies in C# 12, .NET 8, ASP.NET Core, and Entity Framework Core • Included architecture patterns, best practices, and quality assurance guidelines • Provided examples of clean code, async patterns, and performance optimization +185/-0  react-specialist.md Add React specialist agent configuration                                  .claude/agents/react-specialist.md • Created React specialist agent with expertise in React 18+ and modern patterns • Defined core competencies in performance optimization, state management, and TypeScript integration • Included code quality standards with component structure and custom hooks examples • Added project-specific context for SoundDocs application requirements +219/-0  ui-ux-designer.md Add UI/UX designer agent configuration                                      .claude/agents/ui-ux-designer.md • Added UI/UX designer agent for interface design and user experience expertise • Defined competencies in visual design, accessibility, and design systems • Included project-specific context for SoundDocs with Tailwind CSS and Radix UI • Outlined workflow for design proposals, reviews, and quality standards +191/-0  blockchain-developer.md Add blockchain developer agent configuration                          .claude/agents/blockchain-developer.md • Created blockchain developer agent for smart contract and DeFi expertise • Defined competencies in Solidity, security auditing, and Web3 integration • Included code quality standards, testing requirements, and security best practices • Outlined specialized knowledge areas for Layer 2, DeFi, NFTs, and governance +197/-0  devops-incident-responder.md Add DevOps incident responder agent configuration                .claude/agents/devops-incident-responder.md • Added incident responder agent for production reliability and crisis management • Defined core responsibilities including triage, investigation, and resolution • Included SoundDocs-specific incident patterns for database, auth, and deployment issues • Outlined investigation methodology with phases from detection to post-incident review +227/-0  distributed-systems-architect.md Add distributed systems architect agent configuration        .claude/agents/distributed-systems-architect.md • Created distributed systems architect agent for microservices and scalability expertise • Defined competencies in service design, communication patterns, and resilience • Included approach for architecture decisions, trade-offs, and production optimization • Outlined deliverables including architecture diagrams and migration strategies +156/-0  cpp-expert.md Add C++ expert agent configuration                                              .claude/agents/cpp-expert.md • Added C++ expert agent for modern C++20/23 standards and systems programming • Defined expertise in template metaprogramming, performance optimization, and zero-overhead abstractions • Included code quality standards, safety practices, and specialized knowledge areas • Outlined problem-solving framework balancing theoretical knowledge with practical experience +193/-0  database-administrator.md Add database administrator agent configuration                      .claude/agents/database-administrator.md • Created database administrator agent for PostgreSQL, MySQL, MongoDB, and Redis expertise • Defined responsibilities for high availability, performance optimization, and disaster recovery • Included SoundDocs-specific context with Supabase, RLS policies, and migration patterns • Outlined workflow for schema design, performance optimization, and migration creation +217/-0  django-expert.md Add Django expert agent configuration                                        .claude/agents/django-expert.md • Added Django expert agent for Django 4+ and Python development expertise • Defined competencies in Django REST Framework, ORM optimization, and security • Included code quality standards with type hints, Django patterns, and REST API design • Outlined problem-solving approach and testing recommendations +216/-0  fintech-engineer.md Add fintech engineer agent configuration                                  .claude/agents/fintech-engineer.md • Created fintech engineer agent for financial technology and payment processing expertise • Defined competencies in payment gateways, compliance (PCI-DSS, AML, KYC), and transaction security • Included code review checklist for security, transaction integrity, and regulatory compliance • Outlined implementation patterns for idempotency, payment state machines, and reconciliation +202/-0  llm-architect.md Add LLM architect agent configuration                                        .claude/agents/llm-architect.md • Added LLM architect agent for large language model systems and deployment expertise • Defined competencies in model selection, fine-tuning, RAG systems, and production optimization • Included SoundDocs context awareness for audio production domain integration • Outlined approach for requirements analysis, solution design, and safety implementation +185/-0  commit-msg Add conventional commit message validation hook                    .husky/commit-msg • Added Git commit message validation hook using conventional commit format • Implemented regex pattern validation for commit message types and structure • Included helpful error messages and examples for proper commit formatting • Added bypass option with --no-verify flag for exceptional cases +31/-0    FUNDING.yml Update funding configuration to Buy Me a Coffee                    .github/FUNDING.yml • Updated funding configuration from Stripe payment link to Buy Me a Coffee • Changed custom funding URL to buymeacoffee.com/sounddocs +1/-1      config.yaml Configure Claude Code CTO role with delegation policies    .claude/config.yaml • Established comprehensive CTO role definition and delegation policies • Added smart delegation framework distinguishing complex vs simple tasks • Included detailed examples and workflow patterns for task management • Defined SoundDocs project context and modernization principles +229/-0  .prettierignore Expand Prettier ignore patterns for comprehensive coverage .prettierignore • Expanded ignore patterns for comprehensive file exclusion • Added build outputs, dependencies, and generated files • Included Python, binary files, and temporary directories • Organized patterns by category for better maintainability +75/-3
Enhancement	13 files accessibility-auditor.md Add accessibility auditor agent for WCAG compliance            .claude/agents/accessibility-auditor.md • Added comprehensive accessibility auditor agent with WCAG expertise • Includes detailed testing methodology and evaluation criteria • Provides examples for modal dialogs, data visualizations, and keyboard navigation • Defines systematic approach for accessibility compliance and barrier identification +132/-0  fullstack-feature-owner.md Add fullstack feature owner agent for end-to-end development .claude/agents/fullstack-feature-owner.md • Created fullstack feature owner agent for complete stack implementations • Covers database schema, backend logic, and frontend UI coordination • Includes SoundDocs-specific patterns and conventions • Provides workflow for bottom-up feature development approach +190/-0  api-documenter.md Add API documenter agent for comprehensive API documentation .claude/agents/api-documenter.md • Added API documentation specialist agent with OpenAPI expertise • Includes comprehensive documentation process and quality standards • Covers interactive documentation setup and code example best practices • Provides error documentation standards and quality checklist +170/-0  risk-manager.md Add risk manager agent for enterprise risk assessment        .claude/agents/risk-manager.md • Created risk management agent for comprehensive risk assessment • Includes structured risk analysis framework and mitigation strategies • Covers compliance mapping and quality assurance processes • Provides escalation criteria and decision-making principles +182/-0  rails-specialist.md Add Rails specialist agent for modern Rails development    .claude/agents/rails-specialist.md • Added Rails 7+ specialist agent with modern Rails expertise • Covers Hotwire, Action Cable, and convention-over-configuration patterns • Includes performance optimization and security best practices • Provides code review standards and Rails-specific patterns +189/-0  dotnet-framework-specialist.md Add .NET Framework specialist for legacy enterprise systems .claude/agents/dotnet-framework-specialist.md • Created .NET Framework 4.8 specialist for legacy enterprise applications • Covers Web Forms, WCF services, and Windows services expertise • Includes modernization strategies within framework constraints • Provides enterprise patterns and troubleshooting methodology +118/-0  java-architect.md Add Java architect agent for enterprise Java development  .claude/agents/java-architect.md • Added Java architect agent with Spring ecosystem mastery • Covers microservices, reactive programming, and cloud-native development • Includes JVM optimization and enterprise architecture patterns • Provides comprehensive approach to Java system design +145/-0  git-workflow-manager.md Add Git workflow manager for version control best practices .claude/agents/git-workflow-manager.md • Created Git workflow manager for version control expertise • Covers branching strategies, merge conflict resolution, and automation • Includes repository management and team collaboration workflows • Provides safety protocols and quality assurance standards +143/-0  kotlin-expert.md Add Kotlin expert agent for modern Kotlin development        .claude/agents/kotlin-expert.md • Added Kotlin expert agent with modern language features • Covers coroutines, Android development, and Kotlin Multiplatform • Includes functional programming patterns and DSL design • Provides idiomatic Kotlin practices and performance optimization +140/-0  websocket-architect.md Add WebSocket architect for real-time communication expertise .claude/agents/websocket-architect.md • Created WebSocket architect for real-time communication systems • Covers bidirectional protocols, event-driven architecture, and scalability • Includes connection management, security, and performance optimization • Provides comprehensive approach to real-time system design +165/-0  error-coordinator.md Add error coordinator for distributed system resilience    .claude/agents/error-coordinator.md • Added error coordinator agent for distributed error handling • Covers failure recovery, cascade prevention, and system resilience • Includes circuit breaker patterns and automated recovery strategies • Provides comprehensive error analysis and correlation framework +186/-0  iot-engineer.md Add IoT engineer agent for connected device expertise        .claude/agents/iot-engineer.md • Created IoT engineer agent for connected device solutions • Covers MQTT/CoAP protocols, edge computing, and device management • Includes security measures and scalable IoT architectures • Provides comprehensive approach to IoT system development +156/-0  legacy-modernizer.md Add legacy modernizer for safe system modernization            .claude/agents/legacy-modernizer.md • Added legacy modernizer agent for system modernization • Covers incremental migration strategies and risk mitigation • Includes refactoring patterns and backward compatibility approaches • Provides comprehensive framework for safe legacy system evolution +145/-0
Additional files	86 files config.json +0/-3      prompt +0/-5      agent-orchestrator.md +146/-0  ai-engineer.md +137/-0  angular-architect.md +140/-0  api-architect.md +144/-0  architecture-reviewer.md +138/-0  backend-engineer.md +127/-0  build-engineer.md +134/-0  business-analyst.md +115/-0  chaos-engineer.md +122/-0  cli-developer.md +145/-0  cloud-architect.md +104/-0  code-reviewer.md +129/-0  competitive-analyst.md +199/-0  content-marketing-strategist.md +110/-0  context-manager.md +118/-0  customer-success-manager.md +118/-0  data-analyst.md +124/-0  data-engineer.md +120/-0  data-researcher.md +104/-0  data-scientist.md +127/-0  database-optimizer.md +149/-0  debugger.md +201/-0  dependency-manager.md +145/-0  deployment-engineer.md +121/-0  devops-engineer.md +174/-0  documentation-engineer.md +113/-0  dotnet-core-specialist.md +152/-0  dx-optimizer.md +146/-0  electron-pro.md +131/-0  error-detective.md +120/-0  game-developer.md +123/-0  go-expert.md +135/-0  graphql-architect.md +177/-0  incident-responder.md +156/-0  javascript-expert.md +155/-0  knowledge-synthesizer.md +122/-0  kubernetes-specialist.md +141/-0  laravel-specialist.md +141/-0  legal-advisor.md +122/-0  market-researcher.md +130/-0  mcp-protocol-expert.md +148/-0  ml-deployment-engineer.md +151/-0  ml-engineer.md +149/-0  mlops-engineer.md +112/-0  mobile-developer-crossplatform.md +152/-0  mobile-developer.md +142/-0  network-engineer.md +115/-0  payment-integration-specialist.md +162/-0  penetration-tester.md +165/-0  performance-engineer.md +186/-0  php-expert.md +122/-0  platform-engineer.md +122/-0  postgres-expert.md +165/-0  product-manager.md +100/-0  project-manager.md +155/-0  prompt-engineer.md +123/-0  quant-analyst.md +118/-0  refactoring-specialist.md +227/-0  research-analyst.md +114/-0  rust-systems-engineer.md +100/-0  sales-engineer.md +145/-0  scrum-master.md +125/-0  search-specialist.md +132/-0  security-auditor.md +128/-0  security-infrastructure-engineer.md +129/-0  seo-strategist.md +124/-0  spring-boot-expert.md +143/-0  sql-expert.md +116/-0  sre-engineer.md +132/-0  swift-expert.md +172/-0  task-distributor.md +165/-0  technical-writer.md +118/-0  terraform-engineer.md +143/-0  tooling-engineer.md +200/-0  trend-analyst.md +145/-0  typescript-pro.md +134/-0  ui-engineer.md +139/-0  ux-researcher.md +105/-0  vue-specialist.md +135/-0  wordpress-expert.md +149/-0  workflow-architect.md +176/-0  sounddocs-rule.mdc +0/-152  Footer.tsx +1/-1      Hero.tsx +1/-1

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[qodo-code-review]

PR Compliance Guide 🔍

Below is a summary of compliance checks for this PR:

Security Compliance
⚪	Possible shell injection Description: While shell escaping with double quotes and backslash-escaping quotes reduces risk, relying on concatenated shell commands can still be brittle; consider using argument arrays or built-in lint-staged command forms to avoid shell interpretation entirely. .lintstagedrc.js [4-109] Referred Code // Helper to safely quote file paths for shell commands const shellEscape = (str) => `"${str.replace(/"/g, '\\"')}"`; export default { // TypeScript files - use appropriate tsconfig based on location "**/*.{ts,tsx}": (filenames) => { ... (clipped 85 lines)
Ticket Compliance
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Codebase Duplication Compliance
⚪	Codebase context is not defined Follow the guide to enable codebase context checks.
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🟢 - Fully Compliant
🟡 - Partial Compliant
🔴 - Not Compliant
⚪ - Requires Further Human Verification
🏷️ - Compliance label

[qodo-code-review]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
High-level	Reject the generic AI framework The PR should be rejected because it introduces a large, generic AI agent framework with configurations for many technologies not used in the project, such as WordPress, Rails, and Java. A more focused approach tailored to the project's specific needs is recommended. Examples: .claude/agents/wordpress-architect.md [1-139] .claude/agents/rails-specialist.md [1-189] Solution Walkthrough: Before: .claude/ ├── agents/ │ ├── accessibility-auditor.md │ ├── api-documenter.md │ ├── blockchain-developer.md │ ├── cpp-expert.md │ ├── csharp-dotnet-expert.md │ ├── database-administrator.md # Relevant │ ├── django-expert.md │ ├── java-architect.md │ ├── python-expert.md # Relevant │ ├── rails-specialist.md │ ├── react-specialist.md # Relevant │ ├── wordpress-architect.md │ └── ... (many more irrelevant agents) ├── claude.md └── config.yaml After: # The suggestion is to reject the generic framework. # A better, focused approach would look like this: .claude/ ├── agents/ │ ├── database-administrator.md # Relevant │ ├── python-expert.md # Relevant │ ├── react-specialist.md # Relevant │ ├── ui-ux-designer.md # Relevant │ └── ... (only other agents relevant to the project stack) ├── claude.md # Potentially simplified └── config.yaml # Potentially simplified Suggestion importance[1-10]: 10 __ Why: This suggestion correctly identifies a critical design flaw, as the PR adds a massive, generic framework with dozens of agent definitions for technologies completely unrelated to the project's stack, creating significant bloat and maintenance overhead.	High
Security	Prevent command injection via filenames The current shellEscape function is vulnerable to command injection because it doesn't escape all shell metacharacters. To fix this, replace the implementation with a more robust version that uses single quotes to safely handle special characters in filenames. .lintstagedrc.js [5] -const shellEscape = (str) => `"${str.replace(/"/g, '\\"')}"`; +const shellEscape = (str) => `'${str.replace(/'/g, "'\\''")}'`; [To ensure code accuracy, apply this suggestion manually] Suggestion importance[1-10]: 10 __ Why: The suggestion correctly identifies a critical command injection vulnerability in the shellEscape function and provides a robust, standard fix to prevent arbitrary code execution.	High
	Improve smart contract compiler version advice Advise locking a specific, well-vetted Solidity compiler version for projects instead of using the "latest stable version" to ensure deterministic and secure contract compilation. .claude/agents/blockchain-developer.md [91] -- Use latest stable Solidity version (or specify why using older version) +- Use a recent, well-vetted Solidity version (e.g., 0.8.20) and lock it for the project Apply / Chat Suggestion importance[1-10]: 9 __ Why: This is a critical security and stability recommendation for smart contract development, correcting advice that could lead to introducing compiler bugs into production contracts.	High
Possible issue	Update configuration to include new agents Update the delegation policy in .claude/config.yaml to include all the new specialist agents introduced in the PR, enabling the main CTO agent to delegate tasks to them. .claude/config.yaml [82-108] ## WHEN TO DELEGATE (SPECIALIZED WORK) Delegate complex/specialized tasks to the right expert: ### Code & Development -- Complex features or significant changes → frontend-developer, backend-developer, fullstack-developer, react-specialist, typescript-pro -- Bug investigation and fixes → debugger, error-detective +- Complex features or significant changes → fullstack-feature-owner, rails-specialist, dotnet-framework-specialist, kotlin-expert +- Bug investigation and fixes → debugger, error-detective, error-coordinator - Refactoring → refactoring-specialist - Testing → test-automator, qa-expert -- Code review → code-reviewer +- Code review → code-reviewer, accessibility-auditor ### Infrastructure & DevOps - Database schema/migrations → database-administrator, sql-pro -- CI/CD pipelines → devops-engineer, deployment-engineer +- CI/CD pipelines → devops-engineer, deployment-engineer, git-workflow-manager - Performance optimization → performance-engineer -- Security audits → security-engineer, security-auditor +- Security audits → security-engineer, security-auditor, risk-manager ### Architecture & Design -- Architecture reviews → architect-reviewer -- API design → api-designer -- Complex documentation → documentation-engineer, technical-writer +- Architecture reviews → architect-reviewer, java-architect, llm-architect +- API design → api-designer, websocket-architect +- Complex documentation → documentation-engineer, technical-writer, api-documenter ### Specialized Domains (60+ agents available) - Data/ML: ml-engineer, ai-engineer, data-engineer - Mobile: mobile-developer, ios-specialist, android-developer - Cloud: cloud-architect, kubernetes-specialist, terraform-engineer - And many more specialized domains... [To ensure code accuracy, apply this suggestion manually] Suggestion importance[1-10]: 10 __ Why: The suggestion correctly identifies a critical configuration error where the newly added specialist agents are not referenced in the delegation policy, rendering them unusable and defeating the PR's main purpose.	High
	Fix infinite loop in custom hook Fix a critical bug in the useAsync custom hook that causes an infinite loop by destructuring the options object and using its properties in the dependency arrays of useCallback and useEffect. .claude/agents/react-specialist.md [150-177] export function useAsync<T>(asyncFunction: () => Promise<T>, options: UseAsyncOptions<T> = {}) { + const { immediate, onSuccess, onError } = options; const [state, setState] = useState<{ loading: boolean; data: T | null; error: Error | null; }>({ loading: false, data: null, error: null }); const execute = useCallback(async () => { setState({ loading: true, data: null, error: null }); try { const data = await asyncFunction(); setState({ loading: false, data, error: null }); - options.onSuccess?.(data); + onSuccess?.(data); } catch (error) { const err = error instanceof Error ? error : new Error("Unknown error"); setState({ loading: false, data: null, error: err }); - options.onError?.(err); + onError?.(err); } - }, [asyncFunction, options]); + }, [asyncFunction, onSuccess, onError]); useEffect(() => { - if (options.immediate) { + if (immediate) { execute(); } - }, [execute, options.immediate]); + }, [execute, immediate]); return { ...state, execute }; } [To ensure code accuracy, apply this suggestion manually] Suggestion importance[1-10]: 9 __ Why: The suggestion correctly identifies a critical bug that would cause an infinite loop and crash the application, and the proposed fix is accurate and follows React best practices.	High
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